Enables AI clients to drive the full Remnawave panel API, exposing one tool per method+path operation (users, nodes, hosts, subscriptions, inbound, bulk actions) plus search, describe, status, audit and metrics helpers. Read-only/read-write gating, deny rules, confirm-preview and dry-run, response secret redaction and an audit journal keep mutations controlled.
Enables MCP clients like Claude Code, Claude Desktop, or Cursor to read and manage Remnawave 3.x VPN panel resources — users, nodes, hosts, config profiles, squads, subscription templates, billing, and HWID devices — through the panel's REST API, with contract-driven tool schemas, numeric user IDs, multi-panel config lookup, and an optional readonly mode.
Enables AI CLI agents to operate an aaPanel (btPanel fork) hosting panel through its signature-authenticated HTTP API, exposing 57 described operations covering websites, databases, SSL certificates, backups, and system status plus resources for panel inventories. Ships with a read-only default mode and a separate gate over credential-exposing and file-level operations, redacting generated passwords from tool results.
Enables AI agents to manage server infrastructure through the 1Panel API, including Docker containers, databases, and system monitoring. It provides tools for website management, file operations, and application deployment via natural language commands.